Bosch Group

<html><body><section class="job-section" id="st-jobDescription"><div> <h2 class="title">Job Description</h2> </div> <div class="wysiwyg" itemprop="responsibilities">Roles & Responsibilities : Roles & Responsibilities : Education and Work Experience Requirements:   ·       5 to 8 years of experience as Data Scientist ·       2 to 3 years of experience in Generative AI solution development ·       Strong understanding of AI agent collaboration, negotiation, and autonomous decision-making. ·       Experience in developing and deploying AI agents that operate independently or collaboratively in complex environments. ·       Deep knowledge of agentic AI principles, including self-improving, self-organizing, and goal-driven agents. ·       Proficiency in multi-agent frameworks such as AutoGen, LangGraph, LangChain, and CrewAI for orchestrating AI workflows. ·       Hands-on experience integrating LLMs (GPT, LLaMA, Mistral, etc.) with agentic frameworks to enhance automation and reasoning. ·       Expertise in hierarchical agent frameworks, distributed agent coordination, and decentralized AI governance. ·       Strong grasp of memory architectures, tool use, and action planning within AI agents. ·       Autonomy Score: Measures the degree of independence in decision-making. ·       Collaboration Efficiency: Evaluates the ability of agents to work together and share information. ·       Task Completion Rate: Tracks the percentage of tasks successfully executed by agents. ·       Response Time: Measures the latency in agent decision-making and execution. ·       Adaptability Index: Assesses how well agents adjust to dynamic changes in the environment. ·       Resource Utilization Efficiency: Evaluates computational and memory usage for optimization. ·       Explainability & Interpretability Score: Ensures transparency in agent reasoning and outputs. ·       Error Rate & Recovery Time: Tracks failures and the system’s ability to self-correct. ·       Knowledge Retention & Utilization: Measures how effectively agents recall and apply information. ·       Hands-on experience with LLMs such as GPT, BERT, LLaMA, Mistral, Claude, Gemini, etc. ·       Proven expertise in both open-source (LLaMA, Gemma, Mixtral) and closed-source (OpenAI GPT, Azure OpenAI, Claude, Gemini) LLMs. ·       Advanced skills in prompt engineering, tuning, retrieval-augmented generation (RAG), reinforcement learning (RAFT), and LLM fine-tuning (PEFT, LoRA, QLoRA). ·       Strong understanding of small language models (SLMs) like Phi-3 and BERT, along with Transformer architectures. ·       Experience working with text-to-image models such as Stable Diffusion, DALL·E, and Midjourney. ·       Proficiency in vector databases such as Pinecone, Qdrant for knowledge retrieval in agentic AI systems. ·       Deep understanding of Human-Machine Interaction (HMI) frameworks within cloud and on-prem environments. ·       Strong grasp of deep learning architectures, including CNNs, RNNs, Transformers, GANs, and VAEs. ·       Expertise in Python, R, TensorFlow, Keras, and PyTorch. ·       Hands-on experience with NLP tools and libraries: OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Knowledge Graphs, and LLM-based applications. ·       Proficiency in advanced statistical methods and transformer-based text processing. ·       Experience in reinforcement learning and planning techniques for autonomous agent behavior.    Mandatory Skills:   ·       Design, develop, test, and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models. ·       Strong understanding of LLMs, and associated technologies like RAG, Agents, VectorDB and Guardrails ·       Hand-on experience in GenAI frameworks like LlamaIndex, Langchain, Autogen, etc. ·       Experience in cloud services like Azure, GCP and AWS ·       Multi-agent frameworks: AutoGen, LangGraph, LangChain, CrewAI ·       Large Language Models (LLMs): GPT,  </div></section><section class="job-section" id="st-qualifications"><div> <h2 class="title">Qualifications</h2> </div> <div class="wysiwyg" itemprop="qualifications"> Educational qualification: BE,BTECH or PHD Experience : 7-11 years Mandatory/requires Skills : AI Preferred Skills : </div></section></body></html>

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